agent-code-goal-planner

Transform vague software requirements into SPARC-GOAP plans with milestones and success criteria.

Updated Apr 1, 2026
One-click install
npx skills add https://github.com/Ethansuttor/QUANTIFIED --skill agent-code-goal-planner
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-code-goal-planner
Source: https://github.com/Ethansuttor/QUANTIFIED/tree/main/.gemini/skills/ruflo/.agents/skills/agent-code-goal-planner
Command: npx skills add https://github.com/Ethansuttor/QUANTIFIED --skill agent-code-goal-planner

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Transforms vague software development requirements into concrete, executable SPARC-GOAP plans by codifying goals, milestones, and acceptance criteria.

Core Features & Use Cases

  • SPARC-GOAP phased planning: Specification, Pseudocode, Architecture, Refinement, Completion to turn intent into actionable milestones.
  • GOAP-driven state definition: maps current vs goal code states and tracks progress with measurable success criteria.
  • Reusable templates: provides reusable milestone and acceptance criteria templates for common software initiatives.

Quick Start

Provide a software goal and let the skill generate a SPARC-GOAP plan with phases, milestones, and success criteria.

Frequently Asked Questions about agent-code-goal-planner

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I turn vague software requirements into concrete milestones and success criteria?

To turn vague software requirements into concrete milestones, you provide a software goal to generate a SPARC-GOAP plan. This applies phased planning across Specification, Pseudocode, Architecture, Refinement, and Completion to map current versus goal code states with measurable success criteria.

What is GOAP-driven planning for software development tasks?

GOAP-driven planning for software development is a method that maps current code states versus goal states to track progress. It generates phase-driven milestones, preconditions, and measurable acceptance criteria aligned with SPARC phases to produce reusable planning artifacts.

Can I generate reusable acceptance criteria templates for common software initiatives?

Yes, you can generate reusable milestone and acceptance criteria templates for common software initiatives. The planning process provides reusable artifacts and state definitions that codify goals into actionable, phase-driven milestones aligned with SPARC and GOAP principles.

Does SPARC phased planning work for mapping preconditions and code state transitions?

Yes, SPARC phased planning works for mapping preconditions and code state transitions by applying GOAP principles. It transforms intent into actionable milestones across Specification, Pseudocode, Architecture, Refinement, and Completion phases while tracking progress with measurable success criteria.

What's the best way to structure phase-driven milestones for a new software feature?

The best way to structure phase-driven milestones for a software feature is applying SPARC-GOAP planning. This approach transforms intent into actionable milestones across five phases, generating preconditions, state definitions, and measurable success criteria for code-centric goals.

Why does my software planning lack measurable success criteria and state definitions?

Your software planning lacks measurable success criteria because it has not codified goals using GOAP-driven state definition. Applying SPARC-GOAP planning maps current versus goal code states, generating phase-driven milestones and reusable artifacts with measurable acceptance criteria.